From bcafe3a4b0fb2d59a560f6273104a64fdfe8b842 Mon Sep 17 00:00:00 2001
From: Mend Renovate <bot@renovateapp.com>
Date: Tue, 24 Oct 2023 23:46:16 +0200
Subject: [PATCH 1/7] chore(deps): update all dependencies (#188)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

[![Mend Renovate](https://app.renovatebot.com/images/banner.svg)](https://renovatebot.com)

This PR contains the following updates:

| Package | Type | Update | Change | Age | Adoption | Passing | Confidence |
|---|---|---|---|---|---|---|---|
| [actions/checkout](https://togithub.com/actions/checkout) | action | major | `v3` -> `v4` | [![age](https://developer.mend.io/api/mc/badges/age/github-tags/actions%2fcheckout/v4?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![adoption](https://developer.mend.io/api/mc/badges/adoption/github-tags/actions%2fcheckout/v4?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![passing](https://developer.mend.io/api/mc/badges/compatibility/github-tags/actions%2fcheckout/v3/v4?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![confidence](https://developer.mend.io/api/mc/badges/confidence/github-tags/actions%2fcheckout/v3/v4?slim=true)](https://docs.renovatebot.com/merge-confidence/) |
| [pytest](https://docs.pytest.org/en/latest/) ([source](https://togithub.com/pytest-dev/pytest), [changelog](https://docs.pytest.org/en/stable/changelog.html)) |  | patch | `==7.4.2` -> `==7.4.3` | [![age](https://developer.mend.io/api/mc/badges/age/pypi/pytest/7.4.3?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![adoption](https://developer.mend.io/api/mc/badges/adoption/pypi/pytest/7.4.3?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![passing](https://developer.mend.io/api/mc/badges/compatibility/pypi/pytest/7.4.2/7.4.3?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/pytest/7.4.2/7.4.3?slim=true)](https://docs.renovatebot.com/merge-confidence/) |

---

### Release Notes

<details>
<summary>actions/checkout (actions/checkout)</summary>

### [`v4`](https://togithub.com/actions/checkout/blob/HEAD/CHANGELOG.md#v400)

[Compare Source](https://togithub.com/actions/checkout/compare/v3...v4)

-   [Support fetching without the --progress option](https://togithub.com/actions/checkout/pull/1067)
-   [Update to node20](https://togithub.com/actions/checkout/pull/1436)

</details>

<details>
<summary>pytest-dev/pytest (pytest)</summary>

### [`v7.4.3`](https://togithub.com/pytest-dev/pytest/compare/7.4.2...v7.4.3)

[Compare Source](https://togithub.com/pytest-dev/pytest/compare/7.4.2...v7.4.3)

</details>

---

### Configuration

📅 **Schedule**: Branch creation - At any time (no schedule defined), Automerge - At any time (no schedule defined).

🚦 **Automerge**: Disabled by config. Please merge this manually once you are satisfied.

♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the rebase/retry checkbox.

👻 **Immortal**: This PR will be recreated if closed unmerged. Get [config help](https://togithub.com/renovatebot/renovate/discussions) if that's undesired.

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 - [ ] <!-- rebase-check -->If you want to rebase/retry this PR, check this box

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This PR has been generated by [Mend Renovate](https://www.mend.io/free-developer-tools/renovate/). View repository job log [here](https://developer.mend.io/github/googleapis/python-documentai-toolbox).
<!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiIzNy4zMS41IiwidXBkYXRlZEluVmVyIjoiMzcuMzEuNSIsInRhcmdldEJyYW5jaCI6Im1haW4ifQ==-->
---
 samples/snippets/requirements-test.txt | 2 +-
 samples/snippets/requirements.txt      | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/samples/snippets/requirements-test.txt b/samples/snippets/requirements-test.txt
index 331425b6..666a0c93 100644
--- a/samples/snippets/requirements-test.txt
+++ b/samples/snippets/requirements-test.txt
@@ -1,3 +1,3 @@
-pytest==7.4.2
+pytest==7.4.3
 mock==5.1.0
 google-cloud-bigquery==3.12.0
diff --git a/samples/snippets/requirements.txt b/samples/snippets/requirements.txt
index f02bf7a1..c0277e1b 100644
--- a/samples/snippets/requirements.txt
+++ b/samples/snippets/requirements.txt
@@ -1,4 +1,4 @@
 google-cloud-bigquery==3.12.0
 google-cloud-documentai==2.20.1
 google-cloud-storage==2.12.0
-google-cloud-documentai-toolbox==0.10.2a0
+google-cloud-documentai-toolbox==0.11.1a0

From 8fff0a66119ceff414be9059b2f33504e79f17ca Mon Sep 17 00:00:00 2001
From: Mend Renovate <bot@renovateapp.com>
Date: Mon, 30 Oct 2023 21:18:14 +0100
Subject: [PATCH 2/7] chore(deps): update all dependencies (#189)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

[![Mend Renovate](https://app.renovatebot.com/images/banner.svg)](https://renovatebot.com)

This PR contains the following updates:

| Package | Type | Update | Change | Age | Adoption | Passing | Confidence |
|---|---|---|---|---|---|---|---|
| [actions/checkout](https://togithub.com/actions/checkout) | action | major | `v3` -> `v4` | [![age](https://developer.mend.io/api/mc/badges/age/github-tags/actions%2fcheckout/v4?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![adoption](https://developer.mend.io/api/mc/badges/adoption/github-tags/actions%2fcheckout/v4?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![passing](https://developer.mend.io/api/mc/badges/compatibility/github-tags/actions%2fcheckout/v3/v4?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![confidence](https://developer.mend.io/api/mc/badges/confidence/github-tags/actions%2fcheckout/v3/v4?slim=true)](https://docs.renovatebot.com/merge-confidence/) |
| [google-cloud-bigquery](https://togithub.com/googleapis/python-bigquery) |  | minor | `==3.12.0` -> `==3.13.0` | [![age](https://developer.mend.io/api/mc/badges/age/pypi/google-cloud-bigquery/3.13.0?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![adoption](https://developer.mend.io/api/mc/badges/adoption/pypi/google-cloud-bigquery/3.13.0?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![passing](https://developer.mend.io/api/mc/badges/compatibility/pypi/google-cloud-bigquery/3.12.0/3.13.0?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/google-cloud-bigquery/3.12.0/3.13.0?slim=true)](https://docs.renovatebot.com/merge-confidence/) |

---

### Release Notes

<details>
<summary>actions/checkout (actions/checkout)</summary>

### [`v4`](https://togithub.com/actions/checkout/blob/HEAD/CHANGELOG.md#v400)

[Compare Source](https://togithub.com/actions/checkout/compare/v3...v4)

-   [Support fetching without the --progress option](https://togithub.com/actions/checkout/pull/1067)
-   [Update to node20](https://togithub.com/actions/checkout/pull/1436)

</details>

<details>
<summary>googleapis/python-bigquery (google-cloud-bigquery)</summary>

### [`v3.13.0`](https://togithub.com/googleapis/python-bigquery/blob/HEAD/CHANGELOG.md#3130-2023-10-30)

[Compare Source](https://togithub.com/googleapis/python-bigquery/compare/v3.12.0...v3.13.0)

##### Features

-   Add `Model.transform_columns` property ([#&#8203;1661](https://togithub.com/googleapis/python-bigquery/issues/1661)) ([5ceed05](https://togithub.com/googleapis/python-bigquery/commit/5ceed056482f6d1f2fc45e7e6b84382de45c85ed))
-   Add support for dataset.default_rounding_mode ([#&#8203;1688](https://togithub.com/googleapis/python-bigquery/issues/1688)) ([83bc768](https://togithub.com/googleapis/python-bigquery/commit/83bc768b90a852d258a4805603020a296e02d2f9))

##### Bug Fixes

-   AccessEntry API representation parsing ([#&#8203;1682](https://togithub.com/googleapis/python-bigquery/issues/1682)) ([a40d7ae](https://togithub.com/googleapis/python-bigquery/commit/a40d7ae03149708fc34c962b43a6ac198780b6aa))

##### Documentation

-   Remove redundant `bigquery_update_table_expiration` code sample ([#&#8203;1673](https://togithub.com/googleapis/python-bigquery/issues/1673)) ([2dded33](https://togithub.com/googleapis/python-bigquery/commit/2dded33626b3de6c4ab5e1229eb4c85786b2ff53))
-   Revised `create_partitioned_table` sample ([#&#8203;1447](https://togithub.com/googleapis/python-bigquery/issues/1447)) ([40ba859](https://togithub.com/googleapis/python-bigquery/commit/40ba859059c3e463e17ea7781bc5a9aff8244c5d))
-   Revised relax column mode sample ([#&#8203;1467](https://togithub.com/googleapis/python-bigquery/issues/1467)) ([b8c9276](https://togithub.com/googleapis/python-bigquery/commit/b8c9276be011d971b941b583fd3d4417d438067f))

</details>

---

### Configuration

📅 **Schedule**: Branch creation - At any time (no schedule defined), Automerge - At any time (no schedule defined).

🚦 **Automerge**: Disabled by config. Please merge this manually once you are satisfied.

♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the rebase/retry checkbox.

👻 **Immortal**: This PR will be recreated if closed unmerged. Get [config help](https://togithub.com/renovatebot/renovate/discussions) if that's undesired.

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 - [ ] <!-- rebase-check -->If you want to rebase/retry this PR, check this box

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This PR has been generated by [Mend Renovate](https://www.mend.io/free-developer-tools/renovate/). View repository job log [here](https://developer.mend.io/github/googleapis/python-documentai-toolbox).
<!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiIzNy4zMS41IiwidXBkYXRlZEluVmVyIjoiMzcuMzEuNSIsInRhcmdldEJyYW5jaCI6Im1haW4ifQ==-->
---
 samples/snippets/requirements-test.txt | 2 +-
 samples/snippets/requirements.txt      | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/samples/snippets/requirements-test.txt b/samples/snippets/requirements-test.txt
index 666a0c93..e763bc58 100644
--- a/samples/snippets/requirements-test.txt
+++ b/samples/snippets/requirements-test.txt
@@ -1,3 +1,3 @@
 pytest==7.4.3
 mock==5.1.0
-google-cloud-bigquery==3.12.0
+google-cloud-bigquery==3.13.0
diff --git a/samples/snippets/requirements.txt b/samples/snippets/requirements.txt
index c0277e1b..f3e586d7 100644
--- a/samples/snippets/requirements.txt
+++ b/samples/snippets/requirements.txt
@@ -1,4 +1,4 @@
-google-cloud-bigquery==3.12.0
+google-cloud-bigquery==3.13.0
 google-cloud-documentai==2.20.1
 google-cloud-storage==2.12.0
 google-cloud-documentai-toolbox==0.11.1a0

From 7db5d27ae6a086cd09e02ab1f370557617515d51 Mon Sep 17 00:00:00 2001
From: Mend Renovate <bot@renovateapp.com>
Date: Tue, 31 Oct 2023 21:08:14 +0100
Subject: [PATCH 3/7] chore(deps): update all dependencies (#190)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

[![Mend Renovate](https://app.renovatebot.com/images/banner.svg)](https://renovatebot.com)

This PR contains the following updates:

| Package | Type | Update | Change | Age | Adoption | Passing | Confidence |
|---|---|---|---|---|---|---|---|
| [actions/checkout](https://togithub.com/actions/checkout) | action | major | `v3` -> `v4` | [![age](https://developer.mend.io/api/mc/badges/age/github-tags/actions%2fcheckout/v4?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![adoption](https://developer.mend.io/api/mc/badges/adoption/github-tags/actions%2fcheckout/v4?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![passing](https://developer.mend.io/api/mc/badges/compatibility/github-tags/actions%2fcheckout/v3/v4?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![confidence](https://developer.mend.io/api/mc/badges/confidence/github-tags/actions%2fcheckout/v3/v4?slim=true)](https://docs.renovatebot.com/merge-confidence/) |
| [google-cloud-storage](https://togithub.com/googleapis/python-storage) |  | minor | `==2.12.0` -> `==2.13.0` | [![age](https://developer.mend.io/api/mc/badges/age/pypi/google-cloud-storage/2.13.0?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![adoption](https://developer.mend.io/api/mc/badges/adoption/pypi/google-cloud-storage/2.13.0?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![passing](https://developer.mend.io/api/mc/badges/compatibility/pypi/google-cloud-storage/2.12.0/2.13.0?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/google-cloud-storage/2.12.0/2.13.0?slim=true)](https://docs.renovatebot.com/merge-confidence/) |

---

### Release Notes

<details>
<summary>actions/checkout (actions/checkout)</summary>

### [`v4`](https://togithub.com/actions/checkout/blob/HEAD/CHANGELOG.md#v400)

[Compare Source](https://togithub.com/actions/checkout/compare/v3...v4)

-   [Support fetching without the --progress option](https://togithub.com/actions/checkout/pull/1067)
-   [Update to node20](https://togithub.com/actions/checkout/pull/1436)

</details>

<details>
<summary>googleapis/python-storage (google-cloud-storage)</summary>

### [`v2.13.0`](https://togithub.com/googleapis/python-storage/blob/HEAD/CHANGELOG.md#2130-2023-10-31)

[Compare Source](https://togithub.com/googleapis/python-storage/compare/v2.12.0...v2.13.0)

##### Features

-   Add Autoclass v2.1 support ([#&#8203;1117](https://togithub.com/googleapis/python-storage/issues/1117)) ([d38adb6](https://togithub.com/googleapis/python-storage/commit/d38adb6a3136152ad68ad8a9c4583d06509307b2))
-   Add support for custom headers ([#&#8203;1121](https://togithub.com/googleapis/python-storage/issues/1121)) ([2f92c3a](https://togithub.com/googleapis/python-storage/commit/2f92c3a2a3a1585d0f77be8fe3c2c5324140b71a))

##### Bug Fixes

-   Blob.from_string parse storage uri with regex ([#&#8203;1170](https://togithub.com/googleapis/python-storage/issues/1170)) ([0a243fa](https://togithub.com/googleapis/python-storage/commit/0a243faf5d6ca89b977ea1cf543356e0dd04df95))
-   Bucket.delete(force=True) now works with version-enabled buckets ([#&#8203;1172](https://togithub.com/googleapis/python-storage/issues/1172)) ([0de09d3](https://togithub.com/googleapis/python-storage/commit/0de09d30ea6083d962be1c1f5341ea14a2456dc7))
-   Fix typo in Bucket.clear_lifecycle_rules() ([#&#8203;1169](https://togithub.com/googleapis/python-storage/issues/1169)) ([eae9ebe](https://togithub.com/googleapis/python-storage/commit/eae9ebed12d26832405c2f29fbdb14b4babf080d))

##### Documentation

-   Fix exception field in tm reference docs ([#&#8203;1164](https://togithub.com/googleapis/python-storage/issues/1164)) ([eac91cb](https://togithub.com/googleapis/python-storage/commit/eac91cb6ffb0066248f824fc1f307140dd7c85da))

</details>

---

### Configuration

📅 **Schedule**: Branch creation - At any time (no schedule defined), Automerge - At any time (no schedule defined).

🚦 **Automerge**: Disabled by config. Please merge this manually once you are satisfied.

♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the rebase/retry checkbox.

👻 **Immortal**: This PR will be recreated if closed unmerged. Get [config help](https://togithub.com/renovatebot/renovate/discussions) if that's undesired.

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 - [ ] <!-- rebase-check -->If you want to rebase/retry this PR, check this box

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This PR has been generated by [Mend Renovate](https://www.mend.io/free-developer-tools/renovate/). View repository job log [here](https://developer.mend.io/github/googleapis/python-documentai-toolbox).
<!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiIzNy4zMS41IiwidXBkYXRlZEluVmVyIjoiMzcuMzEuNSIsInRhcmdldEJyYW5jaCI6Im1haW4ifQ==-->
---
 samples/snippets/requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/samples/snippets/requirements.txt b/samples/snippets/requirements.txt
index f3e586d7..132ddba0 100644
--- a/samples/snippets/requirements.txt
+++ b/samples/snippets/requirements.txt
@@ -1,4 +1,4 @@
 google-cloud-bigquery==3.13.0
 google-cloud-documentai==2.20.1
-google-cloud-storage==2.12.0
+google-cloud-storage==2.13.0
 google-cloud-documentai-toolbox==0.11.1a0

From 574337cb7f4c109654735cc270b8cd72434a6604 Mon Sep 17 00:00:00 2001
From: Mend Renovate <bot@renovateapp.com>
Date: Thu, 2 Nov 2023 16:30:34 +0100
Subject: [PATCH 4/7] chore(deps): update all dependencies (#191)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

[![Mend Renovate](https://app.renovatebot.com/images/banner.svg)](https://renovatebot.com)

This PR contains the following updates:

| Package | Type | Update | Change | Age | Adoption | Passing | Confidence |
|---|---|---|---|---|---|---|---|
| [actions/checkout](https://togithub.com/actions/checkout) | action | major | `v3` -> `v4` | [![age](https://developer.mend.io/api/mc/badges/age/github-tags/actions%2fcheckout/v4?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![adoption](https://developer.mend.io/api/mc/badges/adoption/github-tags/actions%2fcheckout/v4?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![passing](https://developer.mend.io/api/mc/badges/compatibility/github-tags/actions%2fcheckout/v3/v4?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![confidence](https://developer.mend.io/api/mc/badges/confidence/github-tags/actions%2fcheckout/v3/v4?slim=true)](https://docs.renovatebot.com/merge-confidence/) |
| [google-cloud-documentai](https://togithub.com/googleapis/google-cloud-python) |  | patch | `==2.20.1` -> `==2.20.2` | [![age](https://developer.mend.io/api/mc/badges/age/pypi/google-cloud-documentai/2.20.2?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![adoption](https://developer.mend.io/api/mc/badges/adoption/pypi/google-cloud-documentai/2.20.2?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![passing](https://developer.mend.io/api/mc/badges/compatibility/pypi/google-cloud-documentai/2.20.1/2.20.2?slim=true)](https://docs.renovatebot.com/merge-confidence/) | [![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/google-cloud-documentai/2.20.1/2.20.2?slim=true)](https://docs.renovatebot.com/merge-confidence/) |

---

### Release Notes

<details>
<summary>actions/checkout (actions/checkout)</summary>

### [`v4`](https://togithub.com/actions/checkout/blob/HEAD/CHANGELOG.md#v400)

[Compare Source](https://togithub.com/actions/checkout/compare/v3...v4)

-   [Support fetching without the --progress option](https://togithub.com/actions/checkout/pull/1067)
-   [Update to node20](https://togithub.com/actions/checkout/pull/1436)

</details>

<details>
<summary>googleapis/google-cloud-python (google-cloud-documentai)</summary>

### [`v2.20.2`](https://togithub.com/googleapis/google-cloud-python/releases/tag/google-cloud-documentai-v2.20.2): google-cloud-documentai: v2.20.2

[Compare Source](https://togithub.com/googleapis/google-cloud-python/compare/google-cloud-documentai-v2.20.1...google-cloud-documentai-v2.20.2)

##### Documentation

-   updated comments ([#&#8203;11950](https://togithub.com/googleapis/google-cloud-python/issues/11950)) ([a0da408](https://togithub.com/googleapis/google-cloud-python/commit/a0da408d0f322b3f4f11a0dbe39c92fa5770e59b))

</details>

---

### Configuration

📅 **Schedule**: Branch creation - At any time (no schedule defined), Automerge - At any time (no schedule defined).

🚦 **Automerge**: Disabled by config. Please merge this manually once you are satisfied.

♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the rebase/retry checkbox.

👻 **Immortal**: This PR will be recreated if closed unmerged. Get [config help](https://togithub.com/renovatebot/renovate/discussions) if that's undesired.

---

 - [ ] <!-- rebase-check -->If you want to rebase/retry this PR, check this box

---

This PR has been generated by [Mend Renovate](https://www.mend.io/free-developer-tools/renovate/). View repository job log [here](https://developer.mend.io/github/googleapis/python-documentai-toolbox).
<!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiIzNy4zMS41IiwidXBkYXRlZEluVmVyIjoiMzcuMzEuNSIsInRhcmdldEJyYW5jaCI6Im1haW4ifQ==-->
---
 samples/snippets/requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/samples/snippets/requirements.txt b/samples/snippets/requirements.txt
index 132ddba0..6d2bd72c 100644
--- a/samples/snippets/requirements.txt
+++ b/samples/snippets/requirements.txt
@@ -1,4 +1,4 @@
 google-cloud-bigquery==3.13.0
-google-cloud-documentai==2.20.1
+google-cloud-documentai==2.20.2
 google-cloud-storage==2.13.0
 google-cloud-documentai-toolbox==0.11.1a0

From e05cf504256db171f175eec036fa40c0e21e50cc Mon Sep 17 00:00:00 2001
From: "gcf-owl-bot[bot]" <78513119+gcf-owl-bot[bot]@users.noreply.github.com>
Date: Thu, 2 Nov 2023 21:21:50 -0400
Subject: [PATCH 5/7] chore: update docfx minimum Python version (#192)

Source-Link: https://github.com/googleapis/synthtool/commit/bc07fd415c39853b382bcf8315f8eeacdf334055
Post-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:30470597773378105e239b59fce8eb27cc97375580d592699206d17d117143d0

Co-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>
---
 .github/.OwlBot.lock.yaml  | 4 ++--
 .github/workflows/docs.yml | 2 +-
 noxfile.py                 | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/.OwlBot.lock.yaml b/.github/.OwlBot.lock.yaml
index 7f291dbd..ec696b55 100644
--- a/.github/.OwlBot.lock.yaml
+++ b/.github/.OwlBot.lock.yaml
@@ -13,5 +13,5 @@
 # limitations under the License.
 docker:
   image: gcr.io/cloud-devrel-public-resources/owlbot-python:latest
-  digest: sha256:4f9b3b106ad0beafc2c8a415e3f62c1a0cc23cabea115dbe841b848f581cfe99
-# created: 2023-10-18T20:26:37.410353675Z
+  digest: sha256:30470597773378105e239b59fce8eb27cc97375580d592699206d17d117143d0
+# created: 2023-11-03T00:57:07.335914631Z
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index e97d89e4..221806ce 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -28,7 +28,7 @@ jobs:
     - name: Setup Python
       uses: actions/setup-python@v4
       with:
-        python-version: "3.9"
+        python-version: "3.10"
     - name: Install nox
       run: |
         python -m pip install --upgrade setuptools pip wheel
diff --git a/noxfile.py b/noxfile.py
index fc49ce9e..779d7921 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -301,7 +301,7 @@ def docs(session):
     )
 
 
-@nox.session(python="3.9")
+@nox.session(python="3.10")
 def docfx(session):
     """Build the docfx yaml files for this library."""
 

From 3f52e82eaa741cd2c8a08e8398ed6f4b3f65c419 Mon Sep 17 00:00:00 2001
From: Holt Skinner <13262395+holtskinner@users.noreply.github.com>
Date: Tue, 7 Nov 2023 13:56:13 -0600
Subject: [PATCH 6/7] fix: Updates to hOCR Template to follow hOCR Spec (#195)

- Added validation in testing with https://github.com/kba/hocr-spec-python
---
 .../templates/hocr_document_template.xml.j2   |  7 +-
 .../test_convert_document_to_hocr_sample.py   |  6 +-
 setup.py                                      |  1 +
 testing/constraints-3.10.txt                  |  1 +
 testing/constraints-3.11.txt                  |  1 +
 testing/constraints-3.7.txt                   |  1 +
 testing/constraints-3.8.txt                   |  1 +
 testing/constraints-3.9.txt                   |  1 +
 .../resources/toolbox_invoice_test_0_hocr.xml | 67 ++++++++++---------
 tests/unit/test_document.py                   | 12 +++-
 10 files changed, 60 insertions(+), 38 deletions(-)

diff --git a/google/cloud/documentai_toolbox/templates/hocr_document_template.xml.j2 b/google/cloud/documentai_toolbox/templates/hocr_document_template.xml.j2
index 63db0ada..dad071e1 100644
--- a/google/cloud/documentai_toolbox/templates/hocr_document_template.xml.j2
+++ b/google/cloud/documentai_toolbox/templates/hocr_document_template.xml.j2
@@ -6,8 +6,9 @@
 <meta http-equiv="Content-Type" content="text/html;charset=utf-8" />
 <meta name="ocr-system" content="Document AI OCR" />
 <meta name="ocr-langs" content="unknown" />
+<meta name="ocr-scripts" content="unknown" />
 <meta name="ocr-number-of-pages" content="{{ pages|length }}" />
-<meta name="ocr-capabilities" content="ocr_page ocr_carea ocr_par ocr_line ocrx_word" />
+<meta name="ocr-capabilities" content="ocrp_lang ocr_page ocr_carea ocr_par ocr_line ocrx_word" />
 </head>
 <body>
 {% for page in pages -%}
@@ -16,13 +17,13 @@
         {% set bidx = loop.index0 -%}
         <span class='ocr_carea' id='block_{{ page_number }}_{{ bidx }}' title='{{ docai_block.hocr_bounding_box -}}'>{% for paragraph in docai_block.paragraphs -%}
             {% set paridx = loop.index0 -%}
-            <span class='ocr_par' id='par_{{ page_number }}_{{ bidx }}_{{ paridx }}' title='{{ paragraph.hocr_bounding_box -}}'>{% for line in paragraph.lines -%}
+            <p class='ocr_par' id='par_{{ page_number }}_{{ bidx }}_{{ paridx }}' title='{{ paragraph.hocr_bounding_box -}}'>{% for line in paragraph.lines -%}
                 {% set lidx = loop.index0 -%}
                 <span class='ocr_line' id='line_{{ page_number }}_{{ bidx }}_{{ paridx }}_{{ lidx }}' title='{{ line.hocr_bounding_box }}'>{{ line.text }}{% for token in line.tokens -%}
                     {% set tidx = loop.index0 -%}
                     <span class='ocrx_word' id='word_{{ page_number }}_{{ bidx }}_{{ paridx }}_{{ lidx }}_{{ tidx }}' title='{{ token.hocr_bounding_box }}'>{{ token.text }}</span>{% endfor -%}
                 </span>{% endfor -%}
-            </span>{% endfor -%}
+            </p>{% endfor -%}
         </span>{% endfor -%}
     </div>
 {% endfor -%}
diff --git a/samples/snippets/test_convert_document_to_hocr_sample.py b/samples/snippets/test_convert_document_to_hocr_sample.py
index e3ed9f2b..776c0b96 100644
--- a/samples/snippets/test_convert_document_to_hocr_sample.py
+++ b/samples/snippets/test_convert_document_to_hocr_sample.py
@@ -24,7 +24,11 @@ def test_convert_document_to_hocr_sample() -> None:
         document_path=document_path, document_title=document_title
     )
 
-    with open("../../tests/unit/resources/toolbox_invoice_test_0_hocr.xml", "r") as f:
+    with open(
+        "../../tests/unit/resources/toolbox_invoice_test_0_hocr.xml",
+        "r",
+        encoding="utf-8",
+    ) as f:
         expected = f.read()
 
     assert actual == expected
diff --git a/setup.py b/setup.py
index 7a29932e..abece197 100644
--- a/setup.py
+++ b/setup.py
@@ -66,6 +66,7 @@
         "immutabledict >= 2.0.0, < 3.0.0dev; python_version<'3.8'",
         "Pillow >= 9.5.0, < 11.0.0",
         "Jinja2 >= 3.1.0, <= 4.0.0",
+        "hocr-spec >= 0.2.0",
     ),
     python_requires=">=3.7",
     classifiers=[
diff --git a/testing/constraints-3.10.txt b/testing/constraints-3.10.txt
index c9f0e4bb..25aa22a8 100644
--- a/testing/constraints-3.10.txt
+++ b/testing/constraints-3.10.txt
@@ -11,3 +11,4 @@ google-cloud-documentai
 google-cloud-storage
 numpy
 pikepdf
+hocr-spec
diff --git a/testing/constraints-3.11.txt b/testing/constraints-3.11.txt
index c9f0e4bb..25aa22a8 100644
--- a/testing/constraints-3.11.txt
+++ b/testing/constraints-3.11.txt
@@ -11,3 +11,4 @@ google-cloud-documentai
 google-cloud-storage
 numpy
 pikepdf
+hocr-spec
diff --git a/testing/constraints-3.7.txt b/testing/constraints-3.7.txt
index 3c64ab2e..0a9af7ff 100644
--- a/testing/constraints-3.7.txt
+++ b/testing/constraints-3.7.txt
@@ -14,3 +14,4 @@ google-cloud-documentai==2.20.0
 google-cloud-storage==2.7.0
 numpy==1.19.5
 pikepdf==6.2.9
+hocr-spec==0.2.0
diff --git a/testing/constraints-3.8.txt b/testing/constraints-3.8.txt
index ed1905e2..a9d4c497 100644
--- a/testing/constraints-3.8.txt
+++ b/testing/constraints-3.8.txt
@@ -11,3 +11,4 @@ google-cloud-documentai
 google-cloud-storage
 numpy==1.21.6
 pikepdf==8.2.3
+hocr-spec
diff --git a/testing/constraints-3.9.txt b/testing/constraints-3.9.txt
index c9f0e4bb..25aa22a8 100644
--- a/testing/constraints-3.9.txt
+++ b/testing/constraints-3.9.txt
@@ -11,3 +11,4 @@ google-cloud-documentai
 google-cloud-storage
 numpy
 pikepdf
+hocr-spec
diff --git a/tests/unit/resources/toolbox_invoice_test_0_hocr.xml b/tests/unit/resources/toolbox_invoice_test_0_hocr.xml
index 0cd8e171..4e265f7d 100644
--- a/tests/unit/resources/toolbox_invoice_test_0_hocr.xml
+++ b/tests/unit/resources/toolbox_invoice_test_0_hocr.xml
@@ -6,84 +6,85 @@
 <meta http-equiv="Content-Type" content="text/html;charset=utf-8" />
 <meta name="ocr-system" content="Document AI OCR" />
 <meta name="ocr-langs" content="unknown" />
+<meta name="ocr-scripts" content="unknown" />
 <meta name="ocr-number-of-pages" content="1" />
-<meta name="ocr-capabilities" content="ocr_page ocr_carea ocr_par ocr_line ocrx_word" />
+<meta name="ocr-capabilities" content="ocrp_lang ocr_page ocr_carea ocr_par ocr_line ocrx_word" />
 </head>
 <body>
-<div class='ocr_page' lang='unknown' title='bbox 0 0 1758 2275'><span class='ocr_carea' id='block_1_0' title='bbox 1310 220 1534 282'><span class='ocr_par' id='par_1_0_0' title='bbox 1310 220 1534 282'><span class='ocr_line' id='line_1_0_0_0' title='bbox 1310 220 1534 282'>Invoice
+<div class='ocr_page' lang='unknown' title='bbox 0 0 1758 2275'><span class='ocr_carea' id='block_1_0' title='bbox 1310 220 1534 282'><p class='ocr_par' id='par_1_0_0' title='bbox 1310 220 1534 282'><span class='ocr_line' id='line_1_0_0_0' title='bbox 1310 220 1534 282'>Invoice
 <span class='ocrx_word' id='word_1_0_0_0_0' title='bbox 1310 220 1534 282'>Invoice
-</span></span></span></span><span class='ocr_carea' id='block_1_1' title='bbox 1287 322 1547 396'><span class='ocr_par' id='par_1_1_0' title='bbox 1287 322 1547 396'><span class='ocr_line' id='line_1_1_0_0' title='bbox 1288 322 1544 352'>DATE: 01/01/1970
+</span></span></p></span><span class='ocr_carea' id='block_1_1' title='bbox 1287 322 1547 396'><p class='ocr_par' id='par_1_1_0' title='bbox 1287 322 1547 396'><span class='ocr_line' id='line_1_1_0_0' title='bbox 1288 322 1544 352'>DATE: 01/01/1970
 <span class='ocrx_word' id='word_1_1_0_0_0' title='bbox 1288 322 1369 350'>DATE</span><span class='ocrx_word' id='word_1_1_0_0_1' title='bbox 1374 322 1382 350'>: </span><span class='ocrx_word' id='word_1_1_0_0_2' title='bbox 1390 322 1544 352'>01/01/1970
 </span></span><span class='ocr_line' id='line_1_1_0_1' title='bbox 1287 366 1547 395'>INVOICE: NO. 001
 <span class='ocrx_word' id='word_1_1_0_1_0' title='bbox 1287 366 1410 395'>INVOICE</span><span class='ocrx_word' id='word_1_1_0_1_1' title='bbox 1417 366 1425 395'>: </span><span class='ocrx_word' id='word_1_1_0_1_2' title='bbox 1427 366 1476 395'>NO</span><span class='ocrx_word' id='word_1_1_0_1_3' title='bbox 1481 366 1489 395'>. </span><span class='ocrx_word' id='word_1_1_0_1_4' title='bbox 1498 366 1547 395'>001
-</span></span></span></span><span class='ocr_carea' id='block_1_2' title='bbox 219 512 693 586'><span class='ocr_par' id='par_1_2_0' title='bbox 219 512 693 586'><span class='ocr_line' id='line_1_2_0_0' title='bbox 219 512 551 551'>FROM: Company ABC
+</span></span></p></span><span class='ocr_carea' id='block_1_2' title='bbox 219 512 693 586'><p class='ocr_par' id='par_1_2_0' title='bbox 219 512 693 586'><span class='ocr_line' id='line_1_2_0_0' title='bbox 219 512 551 551'>FROM: Company ABC
 <span class='ocrx_word' id='word_1_2_0_0_0' title='bbox 219 512 308 549'>FROM</span><span class='ocrx_word' id='word_1_2_0_0_1' title='bbox 314 513 324 548'>: </span><span class='ocrx_word' id='word_1_2_0_0_2' title='bbox 348 513 484 550'>Company </span><span class='ocrx_word' id='word_1_2_0_0_3' title='bbox 492 515 551 551'>ABC
 </span></span><span class='ocr_line' id='line_1_2_0_1' title='bbox 352 551 693 585'>user@companyabc.com
 <span class='ocrx_word' id='word_1_2_0_1_0' title='bbox 352 551 693 585'>user@companyabc.com
-</span></span></span></span><span class='ocr_carea' id='block_1_3' title='bbox 895 513 1259 585'><span class='ocr_par' id='par_1_3_0' title='bbox 895 513 1259 585'><span class='ocr_line' id='line_1_3_0_0' title='bbox 895 513 1105 542'>TO: John Doe
+</span></span></p></span><span class='ocr_carea' id='block_1_3' title='bbox 895 513 1259 585'><p class='ocr_par' id='par_1_3_0' title='bbox 895 513 1259 585'><span class='ocr_line' id='line_1_3_0_0' title='bbox 895 513 1105 542'>TO: John Doe
 <span class='ocrx_word' id='word_1_3_0_0_0' title='bbox 895 513 928 542'>TO</span><span class='ocrx_word' id='word_1_3_0_0_1' title='bbox 936 513 944 542'>: </span><span class='ocrx_word' id='word_1_3_0_0_2' title='bbox 975 513 1039 542'>John </span><span class='ocrx_word' id='word_1_3_0_0_3' title='bbox 1048 513 1105 542'>Doe
 </span></span><span class='ocr_line' id='line_1_3_0_1' title='bbox 968 551 1259 585'>johndoe@email.com
 <span class='ocrx_word' id='word_1_3_0_1_0' title='bbox 968 551 1259 585'>johndoe@email.com
-</span></span></span></span><span class='ocr_carea' id='block_1_4' title='bbox 219 629 620 702'><span class='ocr_par' id='par_1_4_0' title='bbox 219 629 620 702'><span class='ocr_line' id='line_1_4_0_0' title='bbox 219 629 619 660'>ADDRESS: 111 Main Street
+</span></span></p></span><span class='ocr_carea' id='block_1_4' title='bbox 219 629 620 702'><p class='ocr_par' id='par_1_4_0' title='bbox 219 629 620 702'><span class='ocr_line' id='line_1_4_0_0' title='bbox 219 629 619 660'>ADDRESS: 111 Main Street
 <span class='ocrx_word' id='word_1_4_0_0_0' title='bbox 219 629 370 660'>ADDRESS</span><span class='ocrx_word' id='word_1_4_0_0_1' title='bbox 375 629 384 660'>: </span><span class='ocrx_word' id='word_1_4_0_0_2' title='bbox 393 629 442 660'>111 </span><span class='ocrx_word' id='word_1_4_0_0_3' title='bbox 453 629 515 660'>Main </span><span class='ocrx_word' id='word_1_4_0_0_4' title='bbox 535 629 619 660'>Street
 </span></span><span class='ocr_line' id='line_1_4_0_1' title='bbox 399 667 599 700'>Anytown, USA
 <span class='ocrx_word' id='word_1_4_0_1_0' title='bbox 399 667 516 702'>Anytown</span><span class='ocrx_word' id='word_1_4_0_1_1' title='bbox 516 665 527 701'>, </span><span class='ocrx_word' id='word_1_4_0_1_2' title='bbox 532 665 599 700'>USA
-</span></span></span></span><span class='ocr_carea' id='block_1_5' title='bbox 892 628 1290 702'><span class='ocr_par' id='par_1_5_0' title='bbox 892 628 1290 702'><span class='ocr_line' id='line_1_5_0_0' title='bbox 892 628 1289 659'>ADDRESS: 222 Main Street
+</span></span></p></span><span class='ocr_carea' id='block_1_5' title='bbox 892 628 1290 702'><p class='ocr_par' id='par_1_5_0' title='bbox 892 628 1290 702'><span class='ocr_line' id='line_1_5_0_0' title='bbox 892 628 1289 659'>ADDRESS: 222 Main Street
 <span class='ocrx_word' id='word_1_5_0_0_0' title='bbox 892 628 1043 659'>ADDRESS</span><span class='ocrx_word' id='word_1_5_0_0_1' title='bbox 1045 628 1054 659'>: </span><span class='ocrx_word' id='word_1_5_0_0_2' title='bbox 1063 628 1116 659'>222 </span><span class='ocrx_word' id='word_1_5_0_0_3' title='bbox 1123 628 1188 659'>Main </span><span class='ocrx_word' id='word_1_5_0_0_4' title='bbox 1203 628 1289 659'>Street
 </span></span><span class='ocr_line' id='line_1_5_0_1' title='bbox 1062 668 1259 701'>Anytown, USA
 <span class='ocrx_word' id='word_1_5_0_1_0' title='bbox 1062 668 1180 702'>Anytown</span><span class='ocrx_word' id='word_1_5_0_1_1' title='bbox 1183 667 1194 702'>, </span><span class='ocrx_word' id='word_1_5_0_1_2' title='bbox 1199 666 1259 701'>USA
-</span></span></span></span><span class='ocr_carea' id='block_1_6' title='bbox 205 850 571 921'><span class='ocr_par' id='par_1_6_0' title='bbox 205 850 571 921'><span class='ocr_line' id='line_1_6_0_0' title='bbox 207 850 571 879'>TERMS: 6 month contract
+</span></span></p></span><span class='ocr_carea' id='block_1_6' title='bbox 205 850 571 921'><p class='ocr_par' id='par_1_6_0' title='bbox 205 850 571 921'><span class='ocr_line' id='line_1_6_0_0' title='bbox 207 850 571 879'>TERMS: 6 month contract
 <span class='ocrx_word' id='word_1_6_0_0_0' title='bbox 207 850 315 879'>TERMS</span><span class='ocrx_word' id='word_1_6_0_0_1' title='bbox 318 850 326 879'>: </span><span class='ocrx_word' id='word_1_6_0_0_2' title='bbox 335 850 343 879'>6 </span><span class='ocrx_word' id='word_1_6_0_0_3' title='bbox 364 850 439 879'>month </span><span class='ocrx_word' id='word_1_6_0_0_4' title='bbox 458 850 571 879'>contract
 </span></span><span class='ocr_line' id='line_1_6_0_1' title='bbox 205 893 445 921'>DUE: 01/01/2025
 <span class='ocrx_word' id='word_1_6_0_1_0' title='bbox 205 893 269 921'>DUE</span><span class='ocrx_word' id='word_1_6_0_1_1' title='bbox 274 893 282 921'>: </span><span class='ocrx_word' id='word_1_6_0_1_2' title='bbox 290 893 445 921'>01/01/2025
-</span></span></span></span><span class='ocr_carea' id='block_1_7' title='bbox 219 1035 466 1075'><span class='ocr_par' id='par_1_7_0' title='bbox 219 1035 466 1075'><span class='ocr_line' id='line_1_7_0_0' title='bbox 219 1035 466 1075'>Item Description
+</span></span></p></span><span class='ocr_carea' id='block_1_7' title='bbox 219 1035 466 1075'><p class='ocr_par' id='par_1_7_0' title='bbox 219 1035 466 1075'><span class='ocr_line' id='line_1_7_0_0' title='bbox 219 1035 466 1075'>Item Description
 <span class='ocrx_word' id='word_1_7_0_0_0' title='bbox 219 1035 283 1072'>Item </span><span class='ocrx_word' id='word_1_7_0_0_1' title='bbox 296 1036 466 1075'>Description
-</span></span></span></span><span class='ocr_carea' id='block_1_8' title='bbox 554 1039 683 1075'><span class='ocr_par' id='par_1_8_0' title='bbox 554 1039 683 1075'><span class='ocr_line' id='line_1_8_0_0' title='bbox 554 1039 683 1075'>Quantity
+</span></span></p></span><span class='ocr_carea' id='block_1_8' title='bbox 554 1039 683 1075'><p class='ocr_par' id='par_1_8_0' title='bbox 554 1039 683 1075'><span class='ocr_line' id='line_1_8_0_0' title='bbox 554 1039 683 1075'>Quantity
 <span class='ocrx_word' id='word_1_8_0_0_0' title='bbox 554 1039 683 1075'>Quantity
-</span></span></span></span><span class='ocr_carea' id='block_1_9' title='bbox 894 1040 968 1067'><span class='ocr_par' id='par_1_9_0' title='bbox 894 1040 968 1067'><span class='ocr_line' id='line_1_9_0_0' title='bbox 894 1040 968 1067'>Price
+</span></span></p></span><span class='ocr_carea' id='block_1_9' title='bbox 894 1040 968 1067'><p class='ocr_par' id='par_1_9_0' title='bbox 894 1040 968 1067'><span class='ocr_line' id='line_1_9_0_0' title='bbox 894 1040 968 1067'>Price
 <span class='ocrx_word' id='word_1_9_0_0_0' title='bbox 894 1040 968 1067'>Price
-</span></span></span></span><span class='ocr_carea' id='block_1_10' title='bbox 1227 1039 1351 1068'><span class='ocr_par' id='par_1_10_0' title='bbox 1227 1039 1351 1068'><span class='ocr_line' id='line_1_10_0_0' title='bbox 1227 1039 1351 1068'>Amount
+</span></span></p></span><span class='ocr_carea' id='block_1_10' title='bbox 1227 1039 1351 1068'><p class='ocr_par' id='par_1_10_0' title='bbox 1227 1039 1351 1068'><span class='ocr_line' id='line_1_10_0_0' title='bbox 1227 1039 1351 1068'>Amount
 <span class='ocrx_word' id='word_1_10_0_0_0' title='bbox 1227 1039 1351 1068'>Amount
-</span></span></span></span><span class='ocr_carea' id='block_1_11' title='bbox 224 1110 302 1138'><span class='ocr_par' id='par_1_11_0' title='bbox 224 1110 302 1138'><span class='ocr_line' id='line_1_11_0_0' title='bbox 224 1110 302 1138'>Tool A
+</span></span></p></span><span class='ocr_carea' id='block_1_11' title='bbox 224 1110 302 1138'><p class='ocr_par' id='par_1_11_0' title='bbox 224 1110 302 1138'><span class='ocr_line' id='line_1_11_0_0' title='bbox 224 1110 302 1138'>Tool A
 <span class='ocrx_word' id='word_1_11_0_0_0' title='bbox 224 1110 285 1138'>Tool </span><span class='ocrx_word' id='word_1_11_0_0_1' title='bbox 294 1110 302 1138'>A
-</span></span></span></span><span class='ocr_carea' id='block_1_12' title='bbox 556 1110 608 1138'><span class='ocr_par' id='par_1_12_0' title='bbox 556 1110 608 1138'><span class='ocr_line' id='line_1_12_0_0' title='bbox 556 1110 608 1138'>500
+</span></span></p></span><span class='ocr_carea' id='block_1_12' title='bbox 556 1110 608 1138'><p class='ocr_par' id='par_1_12_0' title='bbox 556 1110 608 1138'><span class='ocr_line' id='line_1_12_0_0' title='bbox 556 1110 608 1138'>500
 <span class='ocrx_word' id='word_1_12_0_0_0' title='bbox 556 1110 608 1138'>500
-</span></span></span></span><span class='ocr_carea' id='block_1_13' title='bbox 896 1109 972 1137'><span class='ocr_par' id='par_1_13_0' title='bbox 896 1109 972 1137'><span class='ocr_line' id='line_1_13_0_0' title='bbox 896 1109 972 1137'>$1.00
+</span></span></p></span><span class='ocr_carea' id='block_1_13' title='bbox 896 1109 972 1137'><p class='ocr_par' id='par_1_13_0' title='bbox 896 1109 972 1137'><span class='ocr_line' id='line_1_13_0_0' title='bbox 896 1109 972 1137'>$1.00
 <span class='ocrx_word' id='word_1_13_0_0_0' title='bbox 896 1109 904 1137'>$</span><span class='ocrx_word' id='word_1_13_0_0_1' title='bbox 917 1109 972 1137'>1.00
-</span></span></span></span><span class='ocr_carea' id='block_1_14' title='bbox 1230 1108 1343 1141'><span class='ocr_par' id='par_1_14_0' title='bbox 1230 1108 1343 1141'><span class='ocr_line' id='line_1_14_0_0' title='bbox 1230 1108 1343 1141'>$500.00
+</span></span></p></span><span class='ocr_carea' id='block_1_14' title='bbox 1230 1108 1343 1141'><p class='ocr_par' id='par_1_14_0' title='bbox 1230 1108 1343 1141'><span class='ocr_line' id='line_1_14_0_0' title='bbox 1230 1108 1343 1141'>$500.00
 <span class='ocrx_word' id='word_1_14_0_0_0' title='bbox 1230 1108 1239 1139'>$</span><span class='ocrx_word' id='word_1_14_0_0_1' title='bbox 1246 1108 1343 1141'>500.00
-</span></span></span></span><span class='ocr_carea' id='block_1_15' title='bbox 223 1180 345 1207'><span class='ocr_par' id='par_1_15_0' title='bbox 223 1180 345 1207'><span class='ocr_line' id='line_1_15_0_0' title='bbox 223 1180 345 1207'>Service B
+</span></span></p></span><span class='ocr_carea' id='block_1_15' title='bbox 223 1180 345 1207'><p class='ocr_par' id='par_1_15_0' title='bbox 223 1180 345 1207'><span class='ocr_line' id='line_1_15_0_0' title='bbox 223 1180 345 1207'>Service B
 <span class='ocrx_word' id='word_1_15_0_0_0' title='bbox 223 1180 320 1207'>Service </span><span class='ocrx_word' id='word_1_15_0_0_1' title='bbox 337 1180 345 1207'>B
-</span></span></span></span><span class='ocr_carea' id='block_1_16' title='bbox 562 1182 570 1209'><span class='ocr_par' id='par_1_16_0' title='bbox 562 1182 570 1209'><span class='ocr_line' id='line_1_16_0_0' title='bbox 562 1182 570 1209'>1
+</span></span></p></span><span class='ocr_carea' id='block_1_16' title='bbox 562 1182 570 1209'><p class='ocr_par' id='par_1_16_0' title='bbox 562 1182 570 1209'><span class='ocr_line' id='line_1_16_0_0' title='bbox 562 1182 570 1209'>1
 <span class='ocrx_word' id='word_1_16_0_0_0' title='bbox 562 1182 570 1209'>1
-</span></span></span></span><span class='ocr_carea' id='block_1_17' title='bbox 896 1181 1005 1210'><span class='ocr_par' id='par_1_17_0' title='bbox 896 1181 1005 1210'><span class='ocr_line' id='line_1_17_0_0' title='bbox 896 1181 1005 1210'>$900.00
+</span></span></p></span><span class='ocr_carea' id='block_1_17' title='bbox 896 1181 1005 1210'><p class='ocr_par' id='par_1_17_0' title='bbox 896 1181 1005 1210'><span class='ocr_line' id='line_1_17_0_0' title='bbox 896 1181 1005 1210'>$900.00
 <span class='ocrx_word' id='word_1_17_0_0_0' title='bbox 896 1181 904 1210'>$</span><span class='ocrx_word' id='word_1_17_0_0_1' title='bbox 910 1181 1005 1210'>900.00
-</span></span></span></span><span class='ocr_carea' id='block_1_18' title='bbox 1231 1180 1342 1210'><span class='ocr_par' id='par_1_18_0' title='bbox 1231 1180 1342 1210'><span class='ocr_line' id='line_1_18_0_0' title='bbox 1231 1180 1342 1210'>$900.00
+</span></span></p></span><span class='ocr_carea' id='block_1_18' title='bbox 1231 1180 1342 1210'><p class='ocr_par' id='par_1_18_0' title='bbox 1231 1180 1342 1210'><span class='ocr_line' id='line_1_18_0_0' title='bbox 1231 1180 1342 1210'>$900.00
 <span class='ocrx_word' id='word_1_18_0_0_0' title='bbox 1231 1181 1241 1212'>$</span><span class='ocrx_word' id='word_1_18_0_0_1' title='bbox 1248 1180 1342 1210'>900.00
-</span></span></span></span><span class='ocr_carea' id='block_1_19' title='bbox 218 1252 380 1280'><span class='ocr_par' id='par_1_19_0' title='bbox 218 1252 380 1280'><span class='ocr_line' id='line_1_19_0_0' title='bbox 218 1252 380 1280'>Resource C
+</span></span></p></span><span class='ocr_carea' id='block_1_19' title='bbox 218 1252 380 1280'><p class='ocr_par' id='par_1_19_0' title='bbox 218 1252 380 1280'><span class='ocr_line' id='line_1_19_0_0' title='bbox 218 1252 380 1280'>Resource C
 <span class='ocrx_word' id='word_1_19_0_0_0' title='bbox 218 1252 352 1280'>Resource </span><span class='ocrx_word' id='word_1_19_0_0_1' title='bbox 372 1252 380 1280'>C
-</span></span></span></span><span class='ocr_carea' id='block_1_20' title='bbox 554 1252 591 1280'><span class='ocr_par' id='par_1_20_0' title='bbox 554 1252 591 1280'><span class='ocr_line' id='line_1_20_0_0' title='bbox 554 1252 591 1280'>50
+</span></span></p></span><span class='ocr_carea' id='block_1_20' title='bbox 554 1252 591 1280'><p class='ocr_par' id='par_1_20_0' title='bbox 554 1252 591 1280'><span class='ocr_line' id='line_1_20_0_0' title='bbox 554 1252 591 1280'>50
 <span class='ocrx_word' id='word_1_20_0_0_0' title='bbox 554 1252 591 1280'>50
-</span></span></span></span><span class='ocr_carea' id='block_1_21' title='bbox 896 1253 985 1281'><span class='ocr_par' id='par_1_21_0' title='bbox 896 1253 985 1281'><span class='ocr_line' id='line_1_21_0_0' title='bbox 896 1253 985 1281'>$12.00
+</span></span></p></span><span class='ocr_carea' id='block_1_21' title='bbox 896 1253 985 1281'><p class='ocr_par' id='par_1_21_0' title='bbox 896 1253 985 1281'><span class='ocr_line' id='line_1_21_0_0' title='bbox 896 1253 985 1281'>$12.00
 <span class='ocrx_word' id='word_1_21_0_0_0' title='bbox 896 1254 904 1282'>$</span><span class='ocrx_word' id='word_1_21_0_0_1' title='bbox 913 1253 985 1281'>12.00
-</span></span></span></span><span class='ocr_carea' id='block_1_22' title='bbox 1232 1251 1339 1283'><span class='ocr_par' id='par_1_22_0' title='bbox 1232 1251 1339 1283'><span class='ocr_line' id='line_1_22_0_0' title='bbox 1232 1251 1339 1283'>$600.00
+</span></span></p></span><span class='ocr_carea' id='block_1_22' title='bbox 1232 1251 1339 1283'><p class='ocr_par' id='par_1_22_0' title='bbox 1232 1251 1339 1283'><span class='ocr_line' id='line_1_22_0_0' title='bbox 1232 1251 1339 1283'>$600.00
 <span class='ocrx_word' id='word_1_22_0_0_0' title='bbox 1232 1251 1241 1283'>$</span><span class='ocrx_word' id='word_1_22_0_0_1' title='bbox 1244 1251 1339 1283'>600.00
-</span></span></span></span><span class='ocr_carea' id='block_1_23' title='bbox 893 1394 1022 1423'><span class='ocr_par' id='par_1_23_0' title='bbox 893 1394 1022 1423'><span class='ocr_line' id='line_1_23_0_0' title='bbox 893 1394 1022 1423'>Subtotal
+</span></span></p></span><span class='ocr_carea' id='block_1_23' title='bbox 893 1394 1022 1423'><p class='ocr_par' id='par_1_23_0' title='bbox 893 1394 1022 1423'><span class='ocr_line' id='line_1_23_0_0' title='bbox 893 1394 1022 1423'>Subtotal
 <span class='ocrx_word' id='word_1_23_0_0_0' title='bbox 893 1394 1022 1423'>Subtotal
-</span></span></span></span><span class='ocr_carea' id='block_1_24' title='bbox 1230 1394 1357 1427'><span class='ocr_par' id='par_1_24_0' title='bbox 1230 1394 1357 1427'><span class='ocr_line' id='line_1_24_0_0' title='bbox 1230 1394 1357 1427'>$2000.00
+</span></span></p></span><span class='ocr_carea' id='block_1_24' title='bbox 1230 1394 1357 1427'><p class='ocr_par' id='par_1_24_0' title='bbox 1230 1394 1357 1427'><span class='ocr_line' id='line_1_24_0_0' title='bbox 1230 1394 1357 1427'>$2000.00
 <span class='ocrx_word' id='word_1_24_0_0_0' title='bbox 1230 1394 1239 1425'>$</span><span class='ocrx_word' id='word_1_24_0_0_1' title='bbox 1246 1394 1357 1427'>2000.00
-</span></span></span></span><span class='ocr_carea' id='block_1_25' title='bbox 897 1465 946 1494'><span class='ocr_par' id='par_1_25_0' title='bbox 897 1465 946 1494'><span class='ocr_line' id='line_1_25_0_0' title='bbox 897 1465 946 1494'>Tax
+</span></span></p></span><span class='ocr_carea' id='block_1_25' title='bbox 897 1465 946 1494'><p class='ocr_par' id='par_1_25_0' title='bbox 897 1465 946 1494'><span class='ocr_line' id='line_1_25_0_0' title='bbox 897 1465 946 1494'>Tax
 <span class='ocrx_word' id='word_1_25_0_0_0' title='bbox 897 1465 946 1494'>Tax
-</span></span></span></span><span class='ocr_carea' id='block_1_26' title='bbox 1232 1464 1340 1494'><span class='ocr_par' id='par_1_26_0' title='bbox 1232 1464 1340 1494'><span class='ocr_line' id='line_1_26_0_0' title='bbox 1232 1464 1340 1494'>$140.00
+</span></span></p></span><span class='ocr_carea' id='block_1_26' title='bbox 1232 1464 1340 1494'><p class='ocr_par' id='par_1_26_0' title='bbox 1232 1464 1340 1494'><span class='ocr_line' id='line_1_26_0_0' title='bbox 1232 1464 1340 1494'>$140.00
 <span class='ocrx_word' id='word_1_26_0_0_0' title='bbox 1232 1464 1241 1494'>$</span><span class='ocrx_word' id='word_1_26_0_0_1' title='bbox 1249 1464 1340 1494'>140.00
-</span></span></span></span><span class='ocr_carea' id='block_1_27' title='bbox 890 1537 1119 1565'><span class='ocr_par' id='par_1_27_0' title='bbox 890 1537 1119 1565'><span class='ocr_line' id='line_1_27_0_0' title='bbox 890 1537 1119 1565'>BALANCE DUE
+</span></span></p></span><span class='ocr_carea' id='block_1_27' title='bbox 890 1537 1119 1565'><p class='ocr_par' id='par_1_27_0' title='bbox 890 1537 1119 1565'><span class='ocr_line' id='line_1_27_0_0' title='bbox 890 1537 1119 1565'>BALANCE DUE
 <span class='ocrx_word' id='word_1_27_0_0_0' title='bbox 890 1537 1044 1565'>BALANCE </span><span class='ocrx_word' id='word_1_27_0_0_1' title='bbox 1056 1537 1119 1565'>DUE
-</span></span></span></span><span class='ocr_carea' id='block_1_28' title='bbox 1233 1536 1360 1567'><span class='ocr_par' id='par_1_28_0' title='bbox 1233 1536 1360 1567'><span class='ocr_line' id='line_1_28_0_0' title='bbox 1233 1536 1360 1567'>$2140.00
+</span></span></p></span><span class='ocr_carea' id='block_1_28' title='bbox 1233 1536 1360 1567'><p class='ocr_par' id='par_1_28_0' title='bbox 1233 1536 1360 1567'><span class='ocr_line' id='line_1_28_0_0' title='bbox 1233 1536 1360 1567'>$2140.00
 <span class='ocrx_word' id='word_1_28_0_0_0' title='bbox 1233 1536 1241 1565'>$</span><span class='ocrx_word' id='word_1_28_0_0_1' title='bbox 1250 1536 1360 1567'>2140.00
-</span></span></span></span><span class='ocr_carea' id='block_1_29' title='bbox 202 1679 323 1707'><span class='ocr_par' id='par_1_29_0' title='bbox 202 1679 323 1707'><span class='ocr_line' id='line_1_29_0_0' title='bbox 202 1679 323 1707'>NOTES:
+</span></span></p></span><span class='ocr_carea' id='block_1_29' title='bbox 202 1679 323 1707'><p class='ocr_par' id='par_1_29_0' title='bbox 202 1679 323 1707'><span class='ocr_line' id='line_1_29_0_0' title='bbox 202 1679 323 1707'>NOTES:
 <span class='ocrx_word' id='word_1_29_0_0_0' title='bbox 202 1679 312 1707'>NOTES</span><span class='ocrx_word' id='word_1_29_0_0_1' title='bbox 315 1679 323 1707'>:
-</span></span></span></span><span class='ocr_carea' id='block_1_30' title='bbox 223 1781 620 1818'><span class='ocr_par' id='par_1_30_0' title='bbox 223 1781 620 1818'><span class='ocr_line' id='line_1_30_0_0' title='bbox 223 1781 620 1818'>Supplies used for Project Q.
+</span></span></p></span><span class='ocr_carea' id='block_1_30' title='bbox 223 1781 620 1818'><p class='ocr_par' id='par_1_30_0' title='bbox 223 1781 620 1818'><span class='ocr_line' id='line_1_30_0_0' title='bbox 223 1781 620 1818'>Supplies used for Project Q.
 <span class='ocrx_word' id='word_1_30_0_0_0' title='bbox 223 1781 341 1818'>Supplies </span><span class='ocrx_word' id='word_1_30_0_0_1' title='bbox 349 1781 414 1818'>used </span><span class='ocrx_word' id='word_1_30_0_0_2' title='bbox 429 1781 466 1818'>for </span><span class='ocrx_word' id='word_1_30_0_0_3' title='bbox 474 1781 577 1818'>Project </span><span class='ocrx_word' id='word_1_30_0_0_4' title='bbox 585 1781 620 1818'>Q.
-</span></span></span></span></div>
+</span></span></p></span></div>
 </body>
 </html>
\ No newline at end of file
diff --git a/tests/unit/test_document.py b/tests/unit/test_document.py
index d988e1e0..86366f27 100644
--- a/tests/unit/test_document.py
+++ b/tests/unit/test_document.py
@@ -14,6 +14,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+from io import BytesIO
 import json
 import os
 import shutil
@@ -32,6 +33,8 @@
 from google.cloud import documentai
 from google.cloud.documentai_toolbox import document, gcs_utilities
 
+from hocr_spec import HocrValidator
+
 
 def get_bytes(file_name):
     result = []
@@ -689,8 +692,15 @@ def test_export_hocr_str():
     )
 
     actual_hocr = wrapped_document.export_hocr_str(title="toolbox_invoice_test-0")
+    assert actual_hocr
+    validator = HocrValidator(profile="standard")
+    report = validator.validate(BytesIO(actual_hocr.encode("utf-8")), parse_strict=True)
+
+    assert report.format("bool")
 
-    with open("tests/unit/resources/toolbox_invoice_test_0_hocr.xml", "r") as f:
+    with open(
+        "tests/unit/resources/toolbox_invoice_test_0_hocr.xml", "r", encoding="utf-8"
+    ) as f:
         expected = f.read()
 
     assert actual_hocr == expected

From b0ec9766f983717d6623887ca830787f3b5387f4 Mon Sep 17 00:00:00 2001
From: "release-please[bot]"
 <55107282+release-please[bot]@users.noreply.github.com>
Date: Tue, 7 Nov 2023 16:35:25 -0600
Subject: [PATCH 7/7] chore(main): release 0.11.2-alpha (#196)

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
---
 CHANGELOG.md                               | 7 +++++++
 google/cloud/documentai_toolbox/version.py | 2 +-
 2 files changed, 8 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 72166310..1940f6c2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,12 @@
 # Changelog
 
+## [0.11.2-alpha](https://github.com/googleapis/python-documentai-toolbox/compare/v0.11.1-alpha...v0.11.2-alpha) (2023-11-07)
+
+
+### Bug Fixes
+
+* Updates to hOCR Template to follow hOCR Spec ([#195](https://github.com/googleapis/python-documentai-toolbox/issues/195)) ([3f52e82](https://github.com/googleapis/python-documentai-toolbox/commit/3f52e82eaa741cd2c8a08e8398ed6f4b3f65c419))
+
 ## [0.11.1-alpha](https://github.com/googleapis/python-documentai-toolbox/compare/v0.11.0-alpha...v0.11.1-alpha) (2023-10-23)
 
 
diff --git a/google/cloud/documentai_toolbox/version.py b/google/cloud/documentai_toolbox/version.py
index b0ddaabf..301f0b58 100644
--- a/google/cloud/documentai_toolbox/version.py
+++ b/google/cloud/documentai_toolbox/version.py
@@ -13,4 +13,4 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 #
-__version__ = "0.11.1-alpha"
+__version__ = "0.11.2-alpha"